Choosing a new MLOps tool or platform is overwhelming. The pool of options is big and keeps growing. In this talk we will discuss different aspects to consider when choosing a tool to help us solving a problem.
In this episode
Machine Learning Infrastructure Engineer, Cookpad
Jose Navarro is a Machine Learning Infrastructure Engineer making everyday cooking fun at Cookpad, where its recipe platform has more than 40 million monthly users. He holds a MSc in Machine Learning and High Performance Computing from the University of Bristol. He is interested in Cloud Native technologies, serverless, and event-driven architecture.
Head of Product, Neu.ro
Mariya came to MLOps from a software development background. She started her career as a Java developer in JetBrains in 2011, then gradually moved to developer advocacy for JS-based APIs. In 2019, she joined Neu.ro as a platform developer advocate and then moved to the product management position. Mariya has been obsessed with AI and ML for many years: she finished a bunch of courses, read a lot of books, and even wrote a couple of fiction stories about AI. She believes that proper tooling and decent development and operations practices are essential success component for ML projects, as well as they are for traditional SD.
Demetrios is one of the main organizers of the MLOps community and currently resides in a small town outside Frankfurt, Germany. He is an avid traveller who taught English as a second language to see the world and learn about new cultures. Demetrios fell into the Machine Learning Operations world, and since, has interviewed the leading names around MLOps, Data Science, and ML. Since diving into the nitty-gritty of Machine Learning Operations he felt a strong calling to explore the ethical issues surrounding ML. When he is not conducting interviews you can find him making stone stacking with his daughter in the woods or playing the ukulele by the campfire.
David is one of the organizers of the MLOps Community. He is an engineer, teacher, and lifelong student. He loves to build solutions to tough problems and share his learnings with others. He works out of NYC and loves to hike and box for fun. He enjoys meeting new people so feel free to reach out to him!